## # A tibble: 6 x 21
## rank major_code major total men women major_category share_women
## <int> <int> <chr> <int> <int> <int> <chr> <dbl>
## 1 1 2419 PETR… 2339 2057 282 Engineering 0.121
## 2 2 2416 MINI… 756 679 77 Engineering 0.102
## 3 3 2415 META… 856 725 131 Engineering 0.153
## 4 4 2417 NAVA… 1258 1123 135 Engineering 0.107
## 5 5 2405 CHEM… 32260 21239 11021 Engineering 0.342
## 6 6 2418 NUCL… 2573 2200 373 Engineering 0.145
## # … with 13 more variables: sample_size <int>, employed <int>,
## # full_time <int>, part_time <int>, full_time_year_round <int>,
## # unemployed <int>, unemployment_rate <dbl>, median <int>, p25th <int>,
## # p75th <int>, college_jobs <int>, non_college_jobs <int>,
## # low_wage_jobs <int>
## # A tibble: 6 x 9
## rank major_code major major_category total men women share_women
## <int> <int> <chr> <chr> <int> <int> <int> <dbl>
## 1 1 2419 PETR… Engineering 2339 2057 282 0.121
## 2 2 2416 MINI… Engineering 756 679 77 0.102
## 3 3 2415 META… Engineering 856 725 131 0.153
## 4 4 2417 NAVA… Engineering 1258 1123 135 0.107
## 5 5 2418 NUCL… Engineering 2573 2200 373 0.145
## 6 6 2405 CHEM… Engineering 32260 21239 11021 0.342
## # … with 1 more variable: median <int>
## # A tibble: 173 x 4
## major median p25th p75th
## <chr> <int> <int> <int>
## 1 PETROLEUM ENGINEERING 110000 95000 125000
## 2 MINING AND MINERAL ENGINEERING 75000 55000 90000
## 3 METALLURGICAL ENGINEERING 73000 50000 105000
## 4 NAVAL ARCHITECTURE AND MARINE ENGINEERING 70000 43000 80000
## 5 CHEMICAL ENGINEERING 65000 50000 75000
## 6 NUCLEAR ENGINEERING 65000 50000 102000
## 7 ACTUARIAL SCIENCE 62000 53000 72000
## 8 ASTRONOMY AND ASTROPHYSICS 62000 31500 109000
## 9 MECHANICAL ENGINEERING 60000 48000 70000
## 10 ELECTRICAL ENGINEERING 60000 45000 72000
## # … with 163 more rows
## # A tibble: 1 x 1
## `mean(median)`
## <dbl>
## 1 40151.
## # A tibble: 1 x 1
## `mean(unemployment_rate_percentage)`
## <dbl>
## 1 0.0682
## # A tibble: 6 x 21
## rank major_code major total men women major_category share_women
## <int> <int> <chr> <int> <int> <int> <chr> <dbl>
## 1 1 2419 PETR… 2339 2057 282 Engineering 0.121
## 2 2 2416 MINI… 756 679 77 Engineering 0.102
## 3 3 2415 META… 856 725 131 Engineering 0.153
## 4 4 2417 NAVA… 1258 1123 135 Engineering 0.107
## 5 5 2405 CHEM… 32260 21239 11021 Engineering 0.342
## 6 6 2418 NUCL… 2573 2200 373 Engineering 0.145
## # … with 13 more variables: sample_size <int>, employed <int>,
## # full_time <int>, part_time <int>, full_time_year_round <int>,
## # unemployed <int>, unemployment_rate <dbl>, median <int>, p25th <int>,
## # p75th <int>, college_jobs <int>, non_college_jobs <int>,
## # low_wage_jobs <int>
## # A tibble: 6 x 9
## rank major_code major major_category total men women share_women
## <int> <int> <chr> <chr> <int> <int> <int> <dbl>
## 1 1 2419 PETR… Engineering 2339 2057 282 0.121
## 2 2 2416 MINI… Engineering 756 679 77 0.102
## 3 3 2415 META… Engineering 856 725 131 0.153
## 4 4 2417 NAVA… Engineering 1258 1123 135 0.107
## 5 5 2418 NUCL… Engineering 2573 2200 373 0.145
## 6 6 2405 CHEM… Engineering 32260 21239 11021 0.342
## # … with 1 more variable: median <int>
| STEM Major Statistics | |||
|---|---|---|---|
| College Major | Median Salary | Percent Women Employed | Percent Men Employed |
| Engineering | |||
| BIOMEDICAL ENGINEERING | $60,000.00 | 44% | 56% |
| ARCHITECTURE | $40,000.00 | 45% | 55% |
| MINING AND MINERAL ENGINEERING | $75,000.00 | 10% | 90% |
| MECHANICAL ENGINEERING RELATED TECHNOLOGIES | $40,000.00 | 8% | 92% |
| Physical Sciences | |||
| NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES | $46,000.00 | 75% | 25% |
| OCEANOGRAPHY | $44,700.00 | 69% | 31% |
| PHYSICS | $45,000.00 | 28% | 72% |
| ATMOSPHERIC SCIENCES AND METEOROLOGY | $35,000.00 | 32% | 68% |
| Computers & Mathematics | |||
| MATHEMATICS | $45,000.00 | 45% | 55% |
| STATISTICS AND DECISION SCIENCE | $45,000.00 | 53% | 47% |
| MATHEMATICS AND COMPUTER SCIENCE | $42,000.00 | 18% | 82% |
| COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY | $37,500.00 | 18% | 82% |
| Biology & Life Science | |||
| PHARMACOLOGY | $45,000.00 | 71% | 29% |
| NEUROSCIENCE | $35,000.00 | 64% | 36% |
| GENETICS | $40,000.00 | 52% | 48% |
| BIOCHEMICAL SCIENCES | $37,400.00 | 52% | 48% |
| Health | |||
| MEDICAL ASSISTING SERVICES | $42,000.00 | 93% | 7% |
| COMMUNICATION DISORDERS SCIENCES AND SERVICES | $28,000.00 | 97% | 3% |
| PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION | $40,000.00 | 63% | 37% |
| HEALTH AND MEDICAL PREPARATORY PROGRAMS | $33,500.00 | 57% | 43% |
| Data from fivethirtyeight | |||